Works from CSV or workbook exports produced from SAP, IBM Maximo, Oracle ERP, Hexagon EAM, Infor, and other ERP, EAM, or CMMS systems. No direct integration or write-back is required — Review data requirements →
Industrial IQ Executive Cockpit

Role-based command center for all 8 diagnostic engines.

Each executive view is assembled from the engines most relevant to that role, with unrun engines clearly visible as pending diagnostics and every output connected to evidence, score, report, action, governance, and recurring value.

Run Free Industrial IQ SnapshotCompare Role ViewsView Sample Report
8Engines
6Executive lenses
0ERP write-back
Industrial IQ eight-engine command map showing PartsCleanse, InventoryMind, ProcureMind, FinanceMind, AssetMind, ReliabilityMind, ReadyMind, and GovernanceMind feeding one evidence layer.
Eight Industrial IQ engines share one diagnostic model: mapped data, evidence, confidence tiers, reports, actions, and history.
Executive Cockpit

Industrial IQ dashboard model: engine, role, industry, evidence, report, governance, and next action.

This dashboard layer keeps every product visible. It routes buyers by role and decision context, shows which engine to run, exposes the report output, links to competitor comparisons, and keeps no ERP write-back visible before action.

Next Best Diagnostic

The dashboard should tell each buyer what to do next, not just what exists.

Recommended first move PartsCleanse AI

Role lens: Board / Investor. Start here unless the buyer already named a different pain point.

Data to collect Minimum upload

Description

Report to review PartsCleanse AI Catalog Diagnostic Report

Use this report as the buyer committee artifact before remediation spend.

Evidence standard duplicate family

Every finding needs source context, review level, limitation, and owner review.

Competitive pressure SPARETECH, Verusen, Verdantis

Show why a no-write-back diagnostic should run before platform, service, or suite commitment.

Next action Review high-confidence families, assign specialist review to unsafe matches, and export a governed remediation backlog.

Convert the dashboard from awareness into a controlled review workflow.

8-engine command grid

Every Industrial IQ product has a clear run path, sample path, report path, and comparison path.

Available through scoped diagnosticRecommended

PartsCleanse AI

Which catalog records are likely duplicate, unsafe to merge, or financially material enough to review first?

Catalog health score PartsCleanse AI Catalog Diagnostic Report
Run Sample Compare
Available through scoped diagnosticRecommended

InventoryMind AI

Which inventory positions are dead, excess, slow-moving, duplicated, or creating stockout exposure?

Inventory health score InventoryMind AI Inventory Risk Report
Run Sample Compare
Requires scoped enterprise reviewRecommended

ProcureMind AI

Where are emergency buys, repeated purchases, stocked-but-purchased events, supplier aliases, and price variance visible?

Procurement leakage score ProcureMind AI Procurement Leakage Report
Run Sample Compare
Requires scoped enterprise reviewRecommended

FinanceMind AI

How much working-capital exposure is visible when catalog, inventory, procurement, and finance assumptions are connected?

Working capital score FinanceMind AI Working Capital Report
Run Sample Compare
Public synthetic demonstrationRecommended

AssetMind AI

Which assets have weak part coverage, orphan spares, obsolete equipment linkage, or critical spare gaps?

Asset intelligence score AssetMind AI Asset-to-Part Risk Report
Run Sample Compare
Public synthetic demonstrationRecommended

ReliabilityMind AI

Which work orders, planned outages, assets, or repeat failures are exposed by spare availability gaps?

Maintenance readiness score ReliabilityMind AI Maintenance Readiness Report
Run Sample Compare
Public synthetic demonstrationRecommended

ReadyMind AI

Is the operational data ready enough for an AI or ERP program to make reliable decisions?

AI readiness score ReadyMind AI AI Readiness Report
Run Sample Compare
Requires scoped enterprise reviewRecommended

GovernanceMind AI

Can findings be traced, reviewed, approved, audited, and kept outside ERP until owners authorize action?

Governance readiness score GovernanceMind AI Governance Review Report
Run Sample Compare
Engine Operating Standard

Each product must show maturity, primary owner, report output, and competitive pressure.

EngineReadinessBuyer roleReport outputCompetitive pressure
PartsCleanse AI Available through scoped diagnostic CFO, CIO, Procurement, Maintenance, and Materials leaders PartsCleanse AI Catalog Diagnostic Report SPARETECH, Verusen
InventoryMind AI Available through scoped diagnostic CFO, COO, Inventory, Materials, and Supply Chain leaders InventoryMind AI Inventory Risk Report Verusen, SPARETECH
ProcureMind AI Requires scoped enterprise review CPO, Procurement Director, CFO, and Supply Chain leaders ProcureMind AI Procurement Leakage Report Coupa, Ivalua
FinanceMind AI Requires scoped enterprise review CFO, Finance Head, Procurement, and Board advisors FinanceMind AI Working Capital Report Anaplan, Oracle EPM Cloud
AssetMind AI Public synthetic demonstration Asset Integrity, Maintenance, Reliability, and Operations leaders AssetMind AI Asset-to-Part Risk Report IBM Maximo Application Suite, SAP Asset Performance Management
ReliabilityMind AI Public synthetic demonstration Maintenance Director, Reliability Manager, COO, and Plant leaders ReliabilityMind AI Maintenance Readiness Report GE Vernova APM, AVEVA Predictive Analytics
ReadyMind AI Public synthetic demonstration CIO, CTO, COO, Data Governance, and AI Transformation leaders ReadyMind AI AI Readiness Report Informatica, Collibra
GovernanceMind AI Requires scoped enterprise review CISO, CIO, Audit, Governance, and Transformation leaders GovernanceMind AI Governance Review Report ServiceNow AI Control Tower, Credo AI
Role decision matrix

Dashboards should answer the buyer's role-specific question first.

BuyerWhat they need from the dashboardRecommended engines
CFO Exposure, carrying cost, leakage, recovery range, and renewal value. FinanceMind AI, InventoryMind AI, ProcureMind AI, PartsCleanse AI
COO Site risk, uptime exposure, asset coverage, work-order readiness, and action ownership. ReliabilityMind AI, AssetMind AI, InventoryMind AI, ReadyMind AI
CIO / CTO ERP export readiness, AI readiness, architecture fit, and source-system control. ReadyMind AI, GovernanceMind AI, PartsCleanse AI, AssetMind AI
CISO / Governance Evidence traceability, review levels, owner approval, audit posture, and no ERP write-back. GovernanceMind AI, ReadyMind AI, PartsCleanse AI, FinanceMind AI
Procurement Emergency buys, repeated purchases, stocked-but-purchased leakage, supplier overlap, and price variance. ProcureMind AI, PartsCleanse AI, InventoryMind AI, FinanceMind AI
Maintenance / Reliability Critical spare coverage, false stockout risk, shutdown readiness, and repeat demand. ReliabilityMind AI, AssetMind AI, InventoryMind AI, PartsCleanse AI
Industry pilot focus

Industry context should change the pilot pack, not the product architecture.

Industry pilot Oil & Gas Maintenance Readiness Intelligence, Inventory Risk Intelligence, Working Capital Intelligence Industry pilot Mining Inventory Risk Intelligence, Asset-to-Part Intelligence, Maintenance Readiness Intelligence Industry pilot Manufacturing Maintenance Readiness Intelligence, Inventory Risk Intelligence, Procurement Leakage Intelligence Industry pilot Utilities Asset-to-Part Intelligence, Maintenance Readiness Intelligence, Evidence Governance Intelligence Industry pilot Food & Beverage Maintenance Readiness Intelligence, Inventory Risk Intelligence, AI Readiness Intelligence Industry pilot Higher Education Campuses AI Readiness Intelligence, Inventory Risk Intelligence, Asset-to-Part Intelligence
Competitive watch

Competitors will sell platforms. AI2COE should show diagnostic proof first.

PartsCleanse AI SPARETECH, Verusen, Verdantis Open comparison
InventoryMind AI Verusen, SPARETECH, IBM Maximo Inventory Open comparison
ProcureMind AI Coupa, Ivalua, JAGGAER Open comparison
FinanceMind AI Anaplan, Oracle EPM Cloud, SAP Analytics Cloud Open comparison
AssetMind AI IBM Maximo Application Suite, SAP Asset Performance Management, Oracle EAM Open comparison
ReliabilityMind AI GE Vernova APM, AVEVA Predictive Analytics, IBM Maximo Health and Predict Open comparison
ReadyMind AI Informatica, Collibra, Ataccama ONE Open comparison
GovernanceMind AI ServiceNow AI Control Tower, Credo AI, Dataiku Govern Open comparison
Report Operations Console

Reporting must explain what changed, what is proven, and what action is safe.

Industrial IQ reports are not screenshots. They are decision artifacts: evidence, score, confidence, assumption, limitation, owner action, governance status, and renewal value context.

0Owned reports
0Active findings
0Source-purged runs
Report quality contract
Evidence tableSource-backed findings with reason codes and mapped fields.
Evidence confidenceHigh-certainty findings move faster; weak findings stay in review.
AssumptionsBenchmark and estimate labels remain separate from uploaded-data results.
Owner reviewOwners accept, reject, defer, or request more source evidence.
Action trackerFindings become reviewable work with owners and status.
Score historyRe-uploads create trend movement and renewal value context.
No ERP write-backDashboards never imply autonomous master-data changes.
Role Report Packages

Each buyer role should see the report section that answers their decision first.

CFO FinanceMind AI Working Capital Report

Exposure, carrying cost, leakage, assumptions, recovery scenario, and renewal value.

COO ReliabilityMind AI Maintenance Readiness Report

Site risk, asset coverage, readiness actions, shutdown exposure, and owner accountability.

CIO / CTO ReadyMind AI AI Readiness Report

ERP export quality, mapping readiness, data completeness, and architecture fit.

CISO / Governance GovernanceMind AI Governance Review Report

Evidence traceability, review levels, owner approval, audit status, and no-write-back controls.

Procurement ProcureMind AI Procurement Leakage Report

Emergency buys, repeat purchases, supplier overlap, price variance, and stocked-but-purchased exceptions.

Maintenance / Reliability ReliabilityMind AI Maintenance Readiness Report

Work-order spare availability, false stockouts, critical spare coverage, and repeat demand.

Catalog Intelligence PartsCleanse AI Catalog Diagnostic Report

Catalog health score: evidence table, review level, assumptions, action tracker, score history, and governance status.

Preview report
Inventory Risk Intelligence InventoryMind AI Inventory Risk Report

Inventory health score: evidence table, review level, assumptions, action tracker, score history, and governance status.

Preview report
Procurement Leakage Intelligence ProcureMind AI Procurement Leakage Report

Procurement leakage score: evidence table, review level, assumptions, action tracker, score history, and governance status.

Preview report
Working Capital Intelligence FinanceMind AI Working Capital Report

CFO scorecard: evidence table, review level, assumptions, action tracker, score history, and governance status.

Preview report
Asset-to-Part Intelligence AssetMind AI Asset-to-Part Risk Report

Asset intelligence score: evidence table, review level, assumptions, action tracker, score history, and governance status.

Preview report
Maintenance Readiness Intelligence ReliabilityMind AI Maintenance Readiness Report

Maintenance readiness diagnostic summary: evidence table, review level, assumptions, action tracker, score history, and governance status.

Preview report
AI Readiness Intelligence ReadyMind AI AI Readiness Report

AI readiness diagnostic summary: evidence table, review level, assumptions, action tracker, score history, and governance status.

Preview report
Evidence Governance Intelligence GovernanceMind AI Governance Review Report

Governance readiness diagnostic summary: evidence table, review level, assumptions, action tracker, score history, and governance status.

Preview report
Executive views

Each leader should see the same evidence through the decision lens they own.

Board-readable cockpit matrix

What each executive needs from the dashboard.

RolePrimary decisionReport outputsNext action
CFO Working capital, carrying cost, leakage, and renewal value. FinanceMind AI Working Capital Report, PartsCleanse AI Catalog Diagnostic Report, InventoryMind AI Inventory Risk Report Run diagnostic, review evidence, assign owners, track score movement, and prepare leadership report.
COO Operational readiness, uptime exposure, asset coverage, and site risk. ReliabilityMind AI Maintenance Readiness Report, AssetMind AI Asset-to-Part Risk Report, InventoryMind AI Inventory Risk Report Run diagnostic, review evidence, assign owners, track score movement, and prepare leadership report.
CIO ERP data quality, AI readiness, governance, and no-write-back assurance. ReadyMind AI AI Readiness Report, GovernanceMind AI Governance Review Report, PartsCleanse AI Catalog Diagnostic Report Run diagnostic, review evidence, assign owners, track score movement, and prepare leadership report.
Procurement Emergency buys, stocked-but-purchased leakage, supplier overlap, and duplicate spend. ProcureMind AI Procurement Leakage Report, PartsCleanse AI Catalog Diagnostic Report, InventoryMind AI Inventory Risk Report Run diagnostic, review evidence, assign owners, track score movement, and prepare leadership report.
Maintenance Work-order readiness, false stockout risk, shutdown coverage, and critical spares. ReliabilityMind AI Maintenance Readiness Report, AssetMind AI Asset-to-Part Risk Report, InventoryMind AI Inventory Risk Report Run diagnostic, review evidence, assign owners, track score movement, and prepare leadership report.
Board / Investor Unified score, evidence count, value exposure, trend, and benchmark discipline. PartsCleanse AI Catalog Diagnostic Report, InventoryMind AI Inventory Risk Report, ProcureMind AI Procurement Leakage Report Run diagnostic, review evidence, assign owners, track score movement, and prepare leadership report.
Cockpit quality controls

What keeps the dashboard enterprise-grade.

Evidence Every cockpit tile must trace to a diagnostic result, sample scenario, or clearly labeled assumption.
Confidence Findings carry confidence tiers so weak evidence never looks like an approved action.
Ownership Actions need buyer role, owner, status, and next decision path.
Governance No ERP write-back, no autonomous remediation, and human review remain visible.
Recurrence Score history, planning comparison, and renewal value support ongoing SaaS value.
Competition Comparison pages explain where platforms fit and where Industrial IQ should run first.
Product evidence map

See the operating surface, not another product paragraph.

Industrial IQ product pages use the same source, evidence, review, report, and action vocabulary across the platform.

Open Product Walkthrough
Source export

CSV or workbook input remains separate from production-system write-back.

 Field mapping

Required fields, source fit, and unmapped context are visible before analysis.

 Evidence output

Findings retain source context, confidence, assumptions, and limitations.

 Owner action

Reviewed findings move into accountable actions and score history.

Executive review lens

Use this page to decide the next evidence step.

Industrial IQ pages are designed to move enterprise buyers from operating pain to source-backed diagnostic evidence, not to force an immediate platform commitment.

Audience

Finance, operations, procurement, maintenance, reliability, ERP/data, security, and executive sponsors.

Evidence to prepare

Relevant ERP, EAM, CMMS, inventory, procurement, asset, work-order, or readiness exports where available.

Output

A diagnostic route, sample proof format, report evidence, confidence tier, owner review path, or commercial next step.

Trust boundary

Read-only diagnostics, no ERP write-back, source-file purge after report generation, and human review before action.

Explore the 8 diagnostic enginesView sample reportsReview no ERP write-backRun a Snapshot